v1v2 (latest)

Learning Robust Global Representations by Penalizing Local Predictive Power

Neural Information Processing Systems (NeurIPS), 2019

29 May 2019

Papers citing "Learning Robust Global Representations by Penalizing Local Predictive Power"

50 / 812 papers shown

Title
DiffCLIP: Differential Attention Meets CLIP Hasan Hammoud Guohao Li VLM 189 2 0 09 Mar 2025
RoboDesign1M: A Large-scale Dataset for Robot Design Understanding T. H. Le T. H. Nguyen Quang-Dieu Tran Quang Minh Nguyen Baoru Huang Hoan Nguyen M. Vu Tung D. Ta A. Nguyen 3DV 216 1 0 09 Mar 2025
Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalizationComputer Vision and Pattern Recognition (CVPR), 2025 Shunxin Wang Raymond N. J. Veldhuis N. Strisciuglio VLM 396 0 0 05 Mar 2025
Diversity Covariance-Aware Prompt Learning for Vision-Language Models Songlin Dong Zhengdong Zhou Chenhao Ding Xinyuan Gao Alex C. Kot Yihong Gong VPVLM VLM 345 1 0 03 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 1.3K 2 0 03 Mar 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual RepresentationAAAI Conference on Artificial Intelligence (AAAI), 2025 Wenzhao Xiang Chang Liu Hongyang Yu Xilin Chen 201 1 0 02 Mar 2025
OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic KernelsComputer Vision and Pattern Recognition (CVPR), 2025 Meng Lou Yizhou Yu 572 32 0 27 Feb 2025
Space Rotation with Basis Transformation for Training-free Test-Time Adaptation Chenhao Ding Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Xiang Song Alex C. Kot Yihong Gong TTA VLM 265 1 0 27 Feb 2025
Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP Chenyang Zhao Kun Wang J. H. Hsiao Antoni B. Chan CLIP 243 6 0 26 Feb 2025
Neural Antidote: Class-Wise Prompt Tuning for Purifying Backdoors in CLIP Jiawei Kong Hao Fang Sihang Guo Chenxi Qing Bin Chen Bin Wang Shu-Tao Xia Ke Xu AAML VLM 324 0 0 26 Feb 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot ClassificationInternational Conference on Learning Representations (ICLR), 2025 Mingkun Zhang Keping Bi Wei Chen Jiafeng Guo Xueqi Cheng BDL VLM 421 8 0 25 Feb 2025
Vision-LSTM: xLSTM as Generic Vision BackboneInternational Conference on Learning Representations (ICLR), 2024 Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 400 80 0 24 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 456 15 0 24 Feb 2025
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language RecognitionInternational Conference on Learning Representations (ICLR), 2025 Xinyu Tian Shu Zou Zhaoyuan Yang Mengqi He Jing Zhang VLM 271 4 0 19 Feb 2025
Learning Generalizable Prompt for CLIP with Class Similarity Knowledge Sehun Jung Hyang-won Lee VLM VPVLM 223 2 0 17 Feb 2025
Noise is an Efficient Learner for Zero-Shot Vision-Language Models Raza Imam Asif Hanif Jian Zhang Khaled Waleed Dawoud Yova Kementchedjhieva Mohammad Yaqub VLM 235 3 0 09 Feb 2025
Hummingbird: High Fidelity Image Generation via Multimodal Context AlignmentInternational Conference on Learning Representations (ICLR), 2025 Minh-Quan Le Gaurav Mittal Tianjian Meng A S M Iftekhar Vishwas Suryanarayanan Barun Patra Dimitris Samaras Mei Chen DiffM 320 3 0 07 Feb 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model AdaptationInternational Conference on Learning Representations (ICLR), 2025 Can Jin Ying Li Mingyu Zhao Shiyu Zhao Zhenting Wang Xiaoxiao He Ligong Han Tong Che Dimitris N. Metaxas VPVLM VLM 997 8 0 02 Feb 2025
Vision-Language Model Selection and Reuse for Downstream Adaptation Hao-Zhe Tan Zhi Zhou Lan-Zhe Guo Yu-Feng Li VLM 308 0 0 30 Jan 2025
Technical report on label-informed logit redistribution for better domain generalization in low-shot classification with foundation models Behraj Khan T. Syed 1.0K 2 0 29 Jan 2025
Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation Reza Akbarian Bafghi Carden Bagwell Avinash Ravichandran Ashish Shrivastava M. Raissi 220 4 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?IEEE International Joint Conference on Neural Network (IJCNN), 2024 Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 273 2 0 28 Jan 2025
BMIP: Bi-directional Modality Interaction Prompt Learning for VLMInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Song-Lin Lv Yu-Yang Chen Zhi Zhou Ming Yang Lan-Zhe Guo VLM 123 1 0 14 Jan 2025
Leveraging Registers in Vision Transformers for Robust AdaptationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Srikar Yellapragada Kowshik Thopalli V. Narayanaswamy W. Sakla Yang Liu Yamen Mubarka Dimitris Samaras Jayaraman J. Thiagarajan 94 1 0 10 Jan 2025
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and InsightsNeural Information Processing Systems (NeurIPS), 2025 Sy-Tuyen Ho Tuan Van Vo Somayeh Ebrahimkhani Ngai-Man Cheung 284 1 0 08 Jan 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 604 1 0 31 Dec 2024
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning Zhifang Zhang Shuo He Bingquan Shen Bingquan Shen Lei Feng AAML 483 4 0 29 Dec 2024
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential EquationsAAAI Conference on Artificial Intelligence (AAAI), 2024 Yi Zhang Chun-Wun Cheng Junyi He Zhihai He Carola-Bibiane Schonlieb Yuyan Chen Angelica I Aviles-Rivero AI4TS 262 0 0 20 Dec 2024
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion ModelComputer Vision and Pattern Recognition (CVPR), 2024 Xi Wang Haoyang Li Heng Fang Yichen Peng H. Xie Xi Yang Chuntao Li DiffM 259 4 0 16 Dec 2024
Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIPAAAI Conference on Artificial Intelligence (AAAI), 2024 Yayuan Li Jintao Guo Lei Qi Wenbin Li Yinghuan Shi VLM CLIP 306 3 0 16 Dec 2024
Enhance Vision-Language Alignment with NoiseAAAI Conference on Artificial Intelligence (AAAI), 2024 Sida Huang Hongyuan Zhang Xuelong Li VLM 345 72 0 14 Dec 2024
MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision Performance Wenjun Huang Jianguo Hu 195 0 0 14 Dec 2024
Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt EnsemblingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Donggeun Kim Yujin Jo Myungjoo Lee Taesup Kim VLM 177 1 0 10 Dec 2024
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance Chu Myaet Thwal Ye Lin Tun Minh N. H. Nguyen Eui-nam Huh Choong Seon Hong VLM 347 0 0 05 Dec 2024
Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning Varun Belagali Srikar Yellapragada Alexandros Graikos S. Kapse Zilinghan Li Tarak Nandi Ravi K. Madduri Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 254 2 0 02 Dec 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot ModelsNeural Information Processing Systems (NeurIPS), 2024 Kaican Li Weiyan Xie Yongxiang Huang Didan Deng Lanqing Hong Hao Sun Ricardo Silva Ningyu Zhang 402 0 0 29 Nov 2024
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Niloufar Alipour Talemi Hossein Kashiani Fatemeh Afghah CLIP VLM 290 1 0 25 Nov 2024
LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer AttributionsComputer Vision and Pattern Recognition (CVPR), 2024 Faridoun Mehri Mahdieh Soleymani Baghshah Mohammad Taher Pilehvar 280 1 0 24 Nov 2024
PR-MIM: Delving Deeper into Partial Reconstruction in Masked Image Modeling Zhong-Yu Li Yunheng Li Deng-Ping Fan Ming-Ming Cheng 325 0 0 24 Nov 2024
Test-time Alignment-Enhanced Adapter for Vision-Language ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Baoshun Tong Kaiyu Song Hanjiang Lai VLM 215 2 0 24 Nov 2024
Context-Aware Multimodal PretrainingComputer Vision and Pattern Recognition (CVPR), 2024 Karsten Roth Zeynep Akata Dima Damen Ivana Balazevic Olivier J. Hénaff VLM 291 3 0 22 Nov 2024
Adversarial Prompt Distillation for Vision-Language Models Lin Luo Xin Wang Bojia Zi Shihao Zhao Jiabo He Yu-Gang Jiang AAML VLM 395 5 0 22 Nov 2024
SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization Jintao Zhang Haofeng Huang Pengle Zhang Jia Wei Jun-Jie Zhu Jianfei Chen MQ VLM 503 2 0 17 Nov 2024
On the Surprising Effectiveness of Attention Transfer for Vision TransformersNeural Information Processing Systems (NeurIPS), 2024 Alexander C. Li Yuandong Tian Bin Chen Deepak Pathak Xinlei Chen 169 8 0 14 Nov 2024
Robust Fine-tuning of Zero-shot Models via Variance ReductionNeural Information Processing Systems (NeurIPS), 2024 B. Zhu Jiequan Cui Han Zhang VLM OODD 183 5 0 11 Nov 2024
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Jiachen Liang Ruibing Hou Minyang Hu Hong Chang Shiguang Shan Xilin Chen VLM 194 1 0 11 Nov 2024
Online-LoRA: Task-free Online Continual Learning via Low Rank AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Xiwen Wei Guihong Li R. Marculescu 205 12 0 08 Nov 2024
Learning Where to Edit Vision TransformersNeural Information Processing Systems (NeurIPS), 2024 Yunqiao Yang Long-Kai Huang Shengzhuang Chen Kede Ma Ying Wei KELM 191 2 0 04 Nov 2024
Rethinking Weight Decay for Robust Fine-Tuning of Foundation ModelsNeural Information Processing Systems (NeurIPS), 2024 Junjiao Tian Chengyue Huang Z. Kira 152 3 0 03 Nov 2024
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIPNeural Information Processing Systems (NeurIPS), 2024 Chen Huang Skyler Seto Samira Abnar David Grangier Navdeep Jaitly J. Susskind VLM 207 4 0 31 Oct 2024